#artificial intelligence
May 2026
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
To make CBM measurable, BeliefTrack is introduced, a closed-world benchmark spanning Rule Discovery and Circuit Diagnosis, where a finite belief space and symbolic verifiers enable exact turn-level evaluation.
Hao-Ming Xu, Weihong Xu, Zongrui Li et al.
· arXiv.org · 2 citations